The AI Visibility Index methodology uses standardized prompts like "best body lotion" or "shampoo for damaged hair" varied across those dimensions to reflect real-world consumer questions, developed from primary shopper research. Evidence confidence: limited evidence.

Rule aeo-78bd93608f3d9647 · measurement · limited evidence

Track ChatGPT brand mention rates monthly with standardized prompts varied by product type, attributes, consumer needs, audience, and price tier.

Applies to: all

Why this matters

The AI Visibility Index methodology uses standardized prompts like "best body lotion" or "shampoo for damaged hair" varied across those dimensions to reflect real-world consumer questions, developed from primary shopper research.

Implementation

Type: system

Anti-pattern

Measuring AI visibility with ad-hoc, non-standardized prompts that cannot be compared over time.

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